Overview

Data Structures

Data Structures
Divisions Metrics Values
size observations 153
size variables 6
size values 918
size memory size (KB) 0
duplicated duplicate observation 0
missing complete observation 111
missing missing observation 42
missing missing variables 2
missing missing values 44
Data Types
Divisions Metrics Values
data type numerics 1
data type integers 5
data type factors/ordered 0
data type characters 0
data type Dates 0
data type POSIXcts 0
data type others 0
Job Informations
Divisions Metrics Values
dataset dataset airquality
dataset dataset type data.frame
job samples 153 / 153 (100%)
job created 2022-03-03 19:52:04
job created by dlookr








Warnings



Variables

Diagnostic overview of individual variables



Missing Values

List of Missing Values

Variables that include missing values


Visualization

Interaction of variables including missing values



Unique Values

Categorical Variables

No variable with a high proportion greater than 0.5



Numerical Variables

Variables where the unique cases is less than 5 or unique is 1.


Outliers

Diagnosis of numerical variable outliers


Samples

Duplicated

No duplicated records



Heads

First few records


Tails

Last few records
 

Created by dlookr package